Lyudmila Grigoryeva

Lyudmila Grigoryeva

Universität Konstanz

H-index: 14

Europe-Germany

Contact Lyudmila Grigoryeva

About Lyudmila Grigoryeva

Lyudmila Grigoryeva, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Universität Konstanz, specializes in the field of Applied mathematics and statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Tracing curves in the plane: geometric-invariant learning from human demonstrations

Reservoir computing for macroeconomic forecasting with mixed-frequency data

Learning strange attractors with reservoir systems

Memory of recurrent networks: Do we compute it right?

Infinite-dimensional reservoir computing

THE ANNALS

Approximation bounds for random neural networks and reservoir systems

Reservoir kernels and Volterra series

Lyudmila Grigoryeva Information

University	Universität Konstanz
Position	Assistant Professor at
Citations(all)	744
Citations(since 2020)	632
Cited By	305
hIndex(all)	14
hIndex(since 2020)	12
i10Index(all)	18
i10Index(since 2020)	15
Email	Access Email
University Profile Page	Universität Konstanz
Google Scholar	View Google Scholar Profile

Lyudmila Grigoryeva Skills & Research Interests

Applied mathematics and statistics

Top articles of Lyudmila Grigoryeva

Tracing curves in the plane: geometric-invariant learning from human demonstrations

Plos one

2024/2/28

Sri Harsha Turlapati

H-Index: 3

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Domenico Campolo

H-Index: 15

Reservoir computing for macroeconomic forecasting with mixed-frequency data

International Journal of Forecasting

2023/12/7

Petros Dellaportas

H-Index: 18

Lyudmila Grigoryeva

H-Index: 9

Marcel Hirt

H-Index: 1

Sophie Van Huellen

H-Index: 4

Juan-Pablo Ortega

H-Index: 14

Learning strange attractors with reservoir systems

Nonlinearity

2023/7/27

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Memory of recurrent networks: Do we compute it right?

arXiv preprint arXiv:2305.01457

2023/5/2

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Infinite-dimensional reservoir computing

arXiv preprint arXiv:2304.00490

2023/4/2

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

THE ANNALS

The Annals of Probability

2023/3

Xin Chen

H-Index: 14

Xuemei Li

H-Index: 14

Bo Wu

H-Index: 4

Rongchan Zhu

H-Index: 11

Xiangchan Zhu

H-Index: 11

Tom Hutchcroft

H-Index: 13

Marcel Nutz

H-Index: 22

Approximation bounds for random neural networks and reservoir systems

The Annals of Applied Probability

2023/2

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Reservoir kernels and Volterra series

arXiv preprint arXiv:2212.14641

2022/12/30

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Dimension reduction in recurrent networks by canonicalization

Journal of Geometric Mechanics

2021/12

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Expressive power of randomized signature

2021/9/27

Christa Cuchiero

H-Index: 14

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Chaos on compact manifolds: Differentiable synchronizations beyond the Takens theorem

Physical Review E

2021/6/3

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Discrete-time signatures and randomness in reservoir computing

IEEE Transactions on Neural Networks and Learning Systems

2021/5/26

Christa Cuchiero

H-Index: 14

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Memory and forecasting capacities of nonlinear recurrent networks

Physica D: Nonlinear Phenomena

2020/12/15

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

Risk bounds for reservoir computing

Journal of Machine Learning Research

2020

Lukas Gonon

H-Index: 8

Lyudmila Grigoryeva

H-Index: 9

Juan-Pablo Ortega

H-Index: 14

See List of Professors in Lyudmila Grigoryeva University(Universität Konstanz)

Co-Authors

H-index: 54

Laurent Larger — Laurent Larger
Université de Franche-Comté

Visit Laurent Larger Page

H-index: 42

Luc Bauwens — Luc Bauwens
Université Catholique de Louvain

Visit Luc Bauwens Page

H-index: 29

Petros Dellaportas — Petros Dellaportas
University College London

Visit Petros Dellaportas Page

H-index: 29

Juan-Pablo Ortega — Juan-Pablo Ortega
Nanyang Technological University

Visit Juan-Pablo Ortega Page

H-index: 19

Christa Cuchiero — Christa Cuchiero
Universität Wien

Visit Christa Cuchiero Page

H-index: 18

Alexandru Badescu — Alexandru Badescu
University of Calgary

Visit Alexandru Badescu Page

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